WARNING: Remote desktop does not support colour depth 16; falling back to 8

I suddenly got this warning when I use rdesktop. It turn out I use full-screen mode and I just add  one more display.  So maybe my display card or X-Windows setting don't have enough RAM. Anyway, just change it not to use full-screen fixed this issue.